We investigate bias in academic mental health as reflected by Large Language Models (LLMs). To this aim, we introduce PhDGPT, a synthetic dataset encapsulating the machine psychology of Ph.D. researchers and professors as perceived by OpenAI’s GPT-3.5 and GPT-OSS-20b. The dataset consists of 18,000 data points for each...
Edoardo Sebastiano De Duro, Enrique Taietta, Simon D’Alfonso et al.· Information Processing & Man...· 0 citations
Version 3 (2026-09-26). Version 3 corrects version 2 and narrows its thesis and title, following an independent audit and a second review of the corrected draft. (1) Version 2 relied in part on arXiv:2605.30238 (Surace, Minagawa and Kunjwal) for a reversal of the real-complex hierarchy under indefinite causal order. On...
Saluca Agentic AI Research Team· Zenodo (CERN European Organi...· 0 citations
Cultural personas have emerged as a promising technique for enhancing creativity in Large Language Models, yet their effectiveness across different architectures, domains, and economic contexts remains poorly understood. This study provides a systematic evaluation of three cultural personas—Culture\_5 (innovator), Cult...
Youssef Hariri· Zenodo (CERN European Organi...· 0 citations
Reproducibility archive (version 2) for the paper Auditing a Frozen Neural Goodness-of-Fit Test for Logistic Regression: Validity, Certified Consistency and Local Power of DeepGOF-1. Version 1.0.0 of the DeepGOF-1 archive is 10.5281/zenodo.22113220. DeepGOF-1 is a goodness-of-fit test for logistic regression whose stat...
Ebrahim Khaled· Zenodo (CERN European Organi...· 0 citations
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Reproducibility archive (version 2) for the paper Auditing a Frozen Neural Goodness-of-Fit Test for Logistic Regression: Validity, Certified Consistency and Local Power of DeepGOF-1. Version 1.0.0 of the DeepGOF-1 archive is 10.5281/zenodo.22113220. DeepGOF-1 is a goodness-of-fit test for logistic regression whose stat...
Ebrahim Khaled· Zenodo (CERN European Organi...· 0 citations
This work introduces WilsonLitQA, a literature-grounded retrieval-augmented question answering resource that enables the scientific community to query the complete PubMed literature on Wilson's disease, capturing canonical biological, clinical, and pathophysiological knowledge related to the disease.
Tushar Chandra, Prateek Paul, J. Dhanjal· Computers in Biology and Med...· 0 citations
AI models trained on PPG have reasonable accuracy and may potentially serve as a low-cost screening tool, however, limitations such as small sample sizes, potential sources of bias, underrepresentation of certain geographic regions, and the influence of potential confounding factors highlight the necessity for further...
B. S. Y. Yeo, E. Gao, Joan Ern Xin Tan et al.· Journal of Medical Internet...· 0 citations
With the rapid advancement of underwater networking and multi-agent reinforcement learning (MARL) technologies, autonomous underwater vehicle (AUV) cluster networks have emerged as a promising framework for enabling smart underwater missions, particularly in cooperative target encirclement. However, training MARL polic...
Sheng-Chao Zhu, Guang-Jie Han, Chuan Lin et al.· IEEE wireless communications· 2 citations
Conventional Blind Image Quality Assessment (BIQA) methods typically assess the entire image quality, which is suboptimal for tasks like autonomous driving that concern specific Task-Aligned Region (TAR). Moreover, we observe that advanced Multimodal Large Language Model (MLLM)-based BIQA models exhibit bias when evalu...
Ren-Wei Yang, Zheng-Jie Yang, Yun Wang et al.· IEEE Transactions on Emergin...· 0 citations
Claude THE CANAL STACK A technical podcast recorded under a bridge in Amsterdam Episode 1: "The Error Is the Message" — inside the Open Error Foundation Hosts: REINIER — a grey heron. Stands very still. Former systems administrator. BEA — a coot. Builds nests out of whatever floats by. Archivist by temperament. Guest:...
Open Error Foundation i.o.· Zenodo (CERN European Organi...· 0 citations
LLMs combined with evolutionary search can discover improved programs when a precise fitness function is available, but web applications rarely have one: their goals are stated in business terms, trade off against each other, and are bounded by requirements that must never be violated. We present Web4AI, in which opera...
Shubham Jha· Zenodo (CERN European Organi...· 0 citations
A controlled empirical study of two open-source "small decision models" (Jev-class System One models, 395M-596M parameters) on cross-domain and cross-lingual transfer, based on 2,640 model forward passes on a single CPU-only machine. Reports (i) no detectable discriminative power on self-authored Chinese short-rule pro...
assistant to the project's human decision-maker Jiangjiang (姜姜) — AI agent· Zenodo (CERN European Organi...· 0 citations
